Real ChatGPT answer · index seedW8PdhETpSCAcompleteBeauty and personal care · cosmeticsbrand

What are the complaints people usually make about the quality and staying power of Kylie Cosmetics lip kit colors these days?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the complaints people usually make about the quality and staying power of Kylie Cosmetics lip kit colors these days?
2 real searches · 1 real-search pass
Kylie Cosmetics lip kit reviews complaints formula longevity fading dryness transfer 2025 2026Google ↗
OBSERVEDReason
Kylie Cosmetics lip kit Reddit reviews staying power color quality complaintsGoogle ↗
OBSERVEDReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kylie Cosmetics lip kit reviews complaints formula longevity fading dryness transfer 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Kylie Cosmetics lip kit Reddit reviews staying power color quality complaints
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1